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Job request: 25003

Organisation:
University of Manchester
Workspace:
openpregnosis_main
ID:
yf4qsslkebhklad4
View repo View project.yaml

This page shows the technical details of what happened when the authorised researcher Paolo Mazzone requested one or more actions to be run against real patient data within a secure environment.

By cross-referencing the list of jobs with the pipeline section below, you can infer what security level the outputs were written to.

The output security levels are:

  • highly_sensitive
    • Researchers can never directly view these outputs
    • Researchers can only request code is run against them
  • moderately_sensitive
    • Can be viewed by an approved researcher by logging into a highly secure environment
    • These are the only outputs that can be requested for public release via a controlled output review service.

Jobs

Pipeline

Show project.yaml 
version: '3.0'

# Ignore this`expectation` block. It is required but not used, and will be removed in future versions.
expectations:
  population_size: 1000

actions:
## Diagnostic analysis for event counts ##

  generate_diagnostic_event_counts:
    run: ehrql:v1 generate-dataset analysis/01_diagnostic_event_counts.py --output output/diagnostic_event_counts.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/diagnostic_event_counts.csv.gz

  analyze_diagnostic_event_counts:
    run: r:latest analysis/02_analyse_diagnostic.R
    needs: [generate_diagnostic_event_counts]
    outputs:
      moderately_sensitive:
        analysis_results: output/diagnostic_analysis_results.txt
        recommendations: output/episode_count_recommendations.csv

## Main pregnancy event extraction - Split by category ##

  generate_livebirth_data:
    run: ehrql:v1 generate-dataset analysis/03a_livebirth_dataset_definition.py --output output/livebirth_dataset.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/livebirth_dataset.csv.gz

  generate_stillbirth_data:
    run: ehrql:v1 generate-dataset analysis/03b_stillbirth_dataset_definition.py --output output/stillbirth_dataset.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/stillbirth_dataset.csv.gz

  generate_early_loss_data:
    run: ehrql:v1 generate-dataset analysis/03c_early_loss_dataset_definition.py --output output/early_loss_dataset.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/early_loss_dataset.csv.gz

  generate_early_markers_data:
    run: ehrql:v1 generate-dataset analysis/03d_pregnancy_start_dataset_definition.py --output output/early_markers_dataset.csv.gz
    outputs:
      highly_sensitive:
        dataset: output/early_markers_dataset.csv.gz



## Codelist Export ##

  export_codelists_for_r:
    run: python:latest analysis/16_export_codelists.py
    outputs:
      highly_sensitive:
        delivery_codes: output/codelists/delivery_codes.csv
        stillbirth_codes: output/codelists/stillbirth_codes.csv
        miscarriage_codes: output/codelists/miscarriage_codes.csv
        ectopic_codes: output/codelists/ectopic_codes.csv
        molar_codes: output/codelists/molar_codes.csv
        blighted_ovum_codes: output/codelists/blighted_ovum_codes.csv
        termination_codes: output/codelists/termination_codes.csv
        postnatal_codes: output/codelists/postnatal_codes.csv
        antenatal_codes: output/codelists/antenatal_codes.csv
        postterm_codes: output/codelists/postterm_codes.csv
        lmp_codes: output/codelists/lmp_codes.csv
        edd_codes: output/codelists/edd_codes.csv
        edc_codes: output/codelists/edc_codes.csv
        # dating_scan_codes: output/codelists/dating_scan_codes.csv  # COMMENTED OUT - DATING SCAN DATA IS MASKED
        multi_pregnancy_codes: output/codelists/multi_pregnancy_codes.csv
        preeclampsia_codes: output/codelists/preeclampsia_codes.csv
        codelist_summary: output/codelists/codelist_summary.csv

## Data processing and validation ##

  convert_stillbirth_episodes:
    run: r:latest analysis/04_convert_stillbirth_episodes.R
    needs: [generate_stillbirth_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        stillbirth_events_raw: output/raw_clinical_events/stillbirth_events_raw.csv
        stillbirth_events_summary: output/raw_clinical_events/stillbirth_events_summary.csv

  convert_livebirth_episodes:
    run: r:latest analysis/05_convert_livebirth_episodes.R
    needs: [generate_livebirth_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        livebirth_events_raw: output/raw_clinical_events/livebirth_events_raw.csv
        livebirth_events_summary: output/raw_clinical_events/livebirth_events_summary.csv

  convert_miscarriage_episodes:
    run: r:latest analysis/06_convert_miscarriage_episodes.R
    needs: [generate_early_loss_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        miscarriage_events_raw: output/raw_clinical_events/miscarriage_events_raw.csv
        miscarriage_events_summary: output/raw_clinical_events/miscarriage_events_summary.csv

  convert_ectopic_episodes:
    run: r:latest analysis/07_convert_ectopic_episodes.R
    needs: [generate_early_loss_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        ectopic_events_raw: output/raw_clinical_events/ectopic_events_raw.csv
        ectopic_events_summary: output/raw_clinical_events/ectopic_events_summary.csv

  convert_blighted_ovum_episodes:
    run: r:latest analysis/08_convert_blighted_ovum_episodes.R
    needs: [generate_early_loss_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        blighted_ovum_events_raw: output/raw_clinical_events/blighted_ovum_events_raw.csv
        blighted_ovum_events_summary: output/raw_clinical_events/blighted_ovum_events_summary.csv

  convert_molar_episodes:
    run: r:latest analysis/09_convert_molar_episodes.R
    needs: [generate_early_loss_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        molar_events_raw: output/raw_clinical_events/molar_events_raw.csv
        molar_events_summary: output/raw_clinical_events/molar_events_summary.csv

  # convert_tops_episodes: - COMMENTED OUT - TOPS DATA IS MASKED
  #   run: r:latest analysis/10_convert_tops_episodes.R
  #   needs: [create_individual_datasets]
  #   outputs:
  #     highly_sensitive:
  #       tops_events_long: output/processed/tops_events_long.csv
  #       tops_pregnancies_wide: output/processed/tops_pregnancies_wide.csv
  #       tops_pregnancy_summary: output/processed/tops_pregnancy_summary.csv

## Early Pregnancy Marker Processing ##

  convert_lmp_episodes:
    run: r:latest analysis/11_convert_lmp_episodes.R
    needs: [generate_early_markers_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        lmp_events_raw: output/raw_clinical_events/lmp_events_raw.csv
        lmp_events_summary: output/raw_clinical_events/lmp_events_summary.csv

  convert_edd_episodes:
    run: r:latest analysis/12_convert_edd_episodes.R
    needs: [generate_early_markers_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        edd_events_raw: output/raw_clinical_events/edd_events_raw.csv
        edd_events_summary: output/raw_clinical_events/edd_events_summary.csv

  convert_edc_episodes:
    run: r:latest analysis/13_convert_edc_episodes.R
    needs: [generate_early_markers_data, export_codelists_for_r]
    outputs:
      highly_sensitive:
        edc_events_raw: output/raw_clinical_events/edc_events_raw.csv
        edc_events_summary: output/raw_clinical_events/edc_events_summary.csv

  # convert_dating_scan_episodes: - COMMENTED OUT - DATING SCAN DATA IS MASKED
  #   run: r:latest analysis/14_convert_dating_scan_episodes.R
  #   needs: [create_individual_datasets]
  #   outputs:
  #     highly_sensitive:
  #       dating_scan_events_long: output/processed/dating_scan_events_long.csv
  #       dating_scan_pregnancies_wide: output/processed/dating_scan_pregnancies_wide.csv
  #       dating_scan_pregnancy_summary: output/processed/dating_scan_pregnancy_summary.csv



## Harmonised Algorithm ##
# NOTE: These workflows are currently under development and not yet implemented

# run_harmonised_algorithm:
#   run: r:latest analysis/17_execute_harmonised_algorithm.R
#   needs: [convert_stillbirth_episodes, convert_livebirth_episodes, convert_miscarriage_episodes, convert_ectopic_episodes, convert_blighted_ovum_episodes, convert_molar_episodes, convert_lmp_episodes, convert_edd_episodes, convert_edc_episodes, export_codelists_for_r]
#   outputs:
#     highly_sensitive:
#       harmonised_episodes: output/harmonised_components/harmonised_episodes.csv
#       harmonised_summary_stats: output/harmonised_components/harmonised_summary_stats.csv

# test_harmonised_algorithm:
#   run: r:latest analysis/18_run_test.R
#   needs: [generate_livebirth_data, generate_stillbirth_data, generate_early_loss_data, generate_early_markers_data, analyze_diagnostic_event_counts, run_harmonised_algorithm, export_codelists_for_r]
#   outputs:
#     highly_sensitive:
#       harmonised_episodes: output/harmonised_test_results/harmonised_episodes.csv
#       test_report: output/harmonised_test_results/test_report.txt
#       comparison_results: output/harmonised_test_results/comparison_results.rds

## Complete workflow ##
# NOTE: The complete workflow is currently under development and depends on unimplemented harmonised algorithm steps

# run_all:
#   run: echo:v1 "Complete pregnancy outcome analysis pipeline executed successfully" > output/pipeline_complete.txt
#   needs: [generate_livebirth_data, generate_stillbirth_data, generate_early_loss_data, generate_early_markers_data, analyze_diagnostic_event_counts, convert_stillbirth_episodes, convert_livebirth_episodes, convert_miscarriage_episodes, convert_ectopic_episodes, convert_blighted_ovum_episodes, convert_molar_episodes, convert_lmp_episodes, convert_edd_episodes, convert_edc_episodes, run_harmonised_algorithm, test_harmonised_algorithm]
#   outputs:
#     highly_sensitive:
#       complete_pipeline: output/pipeline_complete.txt

Timeline

  • Created:

  • Finished:

  • Runtime:

These timestamps are generated and stored using the UTC timezone on the TPP backend.

Job request

Status
Failed
Backend
TPP
Workspace
openpregnosis_main
Requested by
Paolo Mazzone
Branch
main
Force run dependencies
No
Git commit hash
33c4fcd
Requested actions
  • generate_diagnostic_event_counts
  • analyze_diagnostic_event_counts
  • generate_livebirth_data
  • generate_stillbirth_data
  • generate_early_loss_data
  • generate_early_markers_data
  • export_codelists_for_r
  • convert_stillbirth_episodes

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